Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution. - Ting Liu 001; Yiming Cui 001; Qingyu Yin; Weinan Zhang 003; Shijin Wang 001; Guoping Hu (ACL (1), 2017)

Chinese Zero Pronoun Resolution with Deep Memory Network. - Qingyu Yin; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001 (EMNLP, 2017)

A Deep Neural Network for Chinese Zero Pronoun Resolution. - Qingyu Yin; Weinan Zhang 003; Yu Zhang 030; Ting Liu 001 (IJCAI, 2017)

Deep Reinforcement Learning for Chinese Zero Pronoun Resolution. - Qingyu Yin; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001; William Yang Wang (ACL (1), 2018)

Zero Pronoun Resolution with Attention-based Neural Network. - Qingyu Yin; Yu Zhang 030; Weinan Zhang 003; Ting Liu 001; William Yang Wang (COLING, 2018)

Towards Explainable NLP: A Generative Explanation Framework for Text Classification. - Hui Liu 033; Qingyu Yin; William Yang Wang (ACL (1), 2019)

Neural recovery machine for Chinese dropped pronoun. - Weinan Zhang 003; Ting Liu 001; Qingyu Yin; Yu Zhang 030 (Frontiers Comput. Sci., 2019)

Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification. - Qi Shi 002; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (COLING, 2020)

Keyphrase Extraction with Span-based Feature Representations. - Funan Mu; Zhenting Yu; Lifeng Wang; Yequan Wang; Qingyu Yin; Yibo Sun; Liqun Liu; Teng Ma; Jing Tang; Xing Zhou (CoRR, 2020)

XTQA: Span-Level Explanations of the Textbook Question Answering. - Jie Ma 001; Jun Liu 002; Junjun Li; Qinghua Zheng; Qingyu Yin; Jianlong Zhou; Yi Huang (CoRR, 2020)

Multiple Structural Priors Guided Self Attention Network for Language Understanding. - Le Qi; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (CoRR, 2020)

Keywords extraction with deep neural network model. - Yu Zhang 030; Mingxiang Tuo; Qingyu Yin; Le Qi; Xuxiang Wang; Ting Liu 001 (Neurocomputing, 2020)

Chinese Zero Pronoun Resolution: A Collaborative Filtering-based Approach. - Qingyu Yin; Weinan Zhang 003; Yu Zhang 030; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification. - Qi Shi 002; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (EMNLP (1), 2021)

Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training. - Yifan Gao 001; Qingyu Yin; Zheng Li 018; Rui Meng; Tong Zhao 002; Bing Yin; Irwin King; Michael R. Lyu (NAACL-HLT (Findings), 2022)

CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data. - Rui Feng; Chen Luo 003; Qingyu Yin; Bing Yin; Tuo Zhao; Chao Zhang 014 (NAACL-HLT, 2022)

All Information is Valuable: Question Matching over Full Information Transmission Network. - Le Qi; Yu Zhang 030; Qingyu Yin; Guidong Zheng; Wen Junjie; Jinlong Li; Ting Liu 001 (NAACL-HLT (Findings), 2022)

SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. - Jingfeng Yang 001; Haoming Jiang; Qingyu Yin; Danqing Zhang; Bing Yin; Diyi Yang (NAACL-HLT (Findings), 2022)

Design and Implementation of Endogenous Intelligence-based Multi-Access Edge Computing. - Yuyang Wang; Liqiang Zhao; Haiyan Tu; Guorong Zhou; Qingyu Yin (PIMRC, 2022)

Query Attribute Recommendation at Amazon Search. - Chen Luo 003; William Headden; Neela Avudaiappan; Haoming Jiang; Tianyu Cao 001; Qingyu Yin; Yifan Gao 001; Zheng Li 018; Rahul Goutam; Haiyang Zhang; Bing Yin (RecSys, 2022)

RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph. - Ruijie Wang 004; Zheng Li 018; Danqing Zhang; Qingyu Yin; Tong Zhao 002; Bing Yin; Tarek F. Abdelzaher (WWW, 2022)

DiP-GNN: Discriminative Pre-Training of Graph Neural Networks. - Simiao Zuo; Haoming Jiang; Qingyu Yin; Xianfeng Tang; Bing Yin; Tuo Zhao (CoRR, 2022)

Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding. - Haoming Jiang; Tianyu Cao 001; Zheng Li 018; Chen Luo 003; Xianfeng Tang; Qingyu Yin; Danqing Zhang; Rahul Goutam; Bing Yin (CoRR, 2022)

MS-Transformer: Introduce multiple structural priors into a unified transformer for encoding sentences. - Le Qi; Yu Zhang 030; Qingyu Yin; Ting Liu 001 (Comput. Speech Lang., 2022)

Graph Reasoning for Question Answering with Triplet Retrieval. - Shiyang Li; Yifan Gao 001; Haoming Jiang; Qingyu Yin; Zheng Li 018; Xifeng Yan; Chao Zhang 014; Bing Yin (ACL (Findings), 2023)

Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels. - Bang Yang; Fenglin Liu; Zheng Li 018; Qingyu Yin; Chenyu You; Bing Yin; Yuexian Zou (ACL (Findings), 2023)

Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites. - Simiao Zuo; Qingyu Yin; Haoming Jiang; Shaohui Xi; Bing Yin; Chao Zhang 014; Tuo Zhao (ACL (industry), 2023)

Improving Consistency for Text Summarization with Energy Functions. - Qi Zeng 001; Qingyu Yin; Zheng Li 018; Yifan Gao 001; Sreyashi Nag; Zhengyang Wang; Bing Yin; Heng Ji 001; Chao Zhang 014 (EMNLP (Findings), 2023)

Knowledge-Selective Pretraining for Attribute Value Extraction. - Hui Liu 033; Qingyu Yin; Zhengyang Wang; Chenwei Zhang; Haoming Jiang; Yifan Gao 001; Zheng Li 018; Xian Li; Chao Zhang 014; Bing Yin; William Wang 001; Xiaodan Zhu 001 (EMNLP (Findings), 2023)

Exploiting Intent Evolution in E-commercial Query Recommendation. - Yu Wang 158; Zhengyang Wang; Hengrui Zhang; Qingyu Yin; Xianfeng Tang; Yinghan Wang; Danqing Zhang; Limeng Cui; Monica Xiao Cheng; Bing Yin; Suhang Wang; Philip S. Yu (KDD, 2023)

Knowledge Graph Reasoning over Entities and Numerical Values. - Jiaxin Bai; Chen Luo 003; Zheng Li 018; Qingyu Yin; Bing Yin; Yangqiu Song (KDD, 2023)

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. - Wenxuan Ding 001; Weiqi Wang 001; Sze Heng Douglas Kwok; Minghao Liu; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; Bing Yin; et al. (EMNLP (Findings), 2024)

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark. - Fenglin Liu; Zheng Li 018; Hongjian Zhou; Qingyu Yin; Jingfeng Yang 001; Xianfeng Tang; Chen Luo 003; Ming Zeng 001; Haoming Jiang; Yifan Gao 001; Priyanka Nigam; Sreyashi Nag; et al. (EMNLP, 2024)

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. - Baixuan Xu; Weiqi Wang 001; Haochen Shi; Wenxuan Ding 001; Huihao Jing; Tianqing Fang; Jiaxin Bai; Xin Liu 039; Changlong Yu; Zheng Li 018; Chen Luo 003; Qingyu Yin; et al. (EMNLP, 2024)

Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning. - Qingyu Yin; Xuzheng He; Chak Tou Leong; Fan Wang; Yanzhao Yan; Xiaoyu Shen; Qiang Zhang 026 (EMNLP (Findings), 2024)

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. - Tianxin Wei; Bowen Jin; Ruirui Li 002; Hansi Zeng; Zhengyang Wang; Jianhui Sun; Qingyu Yin; Hanqing Lu; Suhang Wang; Jingrui He; Xianfeng Tang (ICLR, 2024)

MEMORYLLM: Towards Self-Updatable Large Language Models. - Yu Wang 170; Yifan Gao 001; Xiusi Chen; Haoming Jiang; Shiyang Li; Jingfeng Yang 001; Qingyu Yin; Zheng Li 018; Xian Li; Bing Yin; Jingbo Shang; Julian J. McAuley (ICML, 2024)

StableMask: Refining Causal Masking in Decoder-only Transformer. - Qingyu Yin; Xuzheng He; Xiang Zhuang; Yu Zhao 009; Jianhua Yao 001; Xiaoyu Shen; Qiang Zhang 026 (ICML, 2024)

Understanding Inter-Session Intentions via Complex Logical Reasoning. - Jiaxin Bai; Chen Luo 003; Zheng Li 018; Qingyu Yin; Yangqiu Song (KDD, 2024)

IterAlign: Iterative Constitutional Alignment of Large Language Models. - Xiusi Chen; Hongzhi Wen; Sreyashi Nag; Chen Luo 003; Qingyu Yin; Ruirui Li 002; Zheng Li 018; Wei Wang 010 (NAACL-HLT, 2024)

Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. - Yilun Jin; Zheng Li 018; Chenwei Zhang; Tianyu Cao 001; Yifan Gao 001; Pratik Jayarao; Mao Li; Xin Liu 039; Ritesh Sarkhel; Xianfeng Tang; Haodong Wang; Zhengyang Wang; et al. (NeurIPS, 2024)

Scientific Large Language Models: A Survey on Biological & Chemical Domains. - Qiang Zhang 026; Keyang Ding; Tianwen Lyv; Xinda Wang 005; Qingyu Yin; Yiwen Zhang; Jing Yu; Yuhao Wang; Xiaotong Li; Zhuoyi Xiang; Xiang Zhuang; Zeyuan Wang; et al. (CoRR, 2024)

MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models. - Chengguang Gan; Qingyu Yin; Xinyang He; Hanjun Wei; Yunhao Liang; Younghun Lim; Shijian Wang; Hexiang Huang; Qinghao Zhang; Shiwen Ni; Tatsunori Mori (CoRR, 2024)

RNR: Teaching Large Language Models to Follow Roles and Rules. - Kuan Wang; Alexander Bukharin; Haoming Jiang; Qingyu Yin; Zhengyang Wang; Tuo Zhao; Jingbo Shang; Chao Zhang 014; Bing Yin; Xian Li; Jianshu Chen; Shiyang Li (CoRR, 2024)

Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning. - Qingyu Yin; Xuzheng He; Luoao Deng; Chak Tou Leong; Fan Wang; Yanzhao Yan; Xiaoyu Shen; Qiang Zhang (CoRR, 2024)

Direct Preference Optimization Using Sparse Feature-Level Constraints. - Qingyu Yin; Chak Tou Leong; Hongbo Zhang; Minjun Zhu; Hanqi Yan; Qiang Zhang; Yulan He 001; Wenjie Li 002; Jun Wang 121; Yue Zhang 004; Linyi Yang (CoRR, 2024)

XTQA: Span-Level Explanations for Textbook Question Answering. - Jie Ma 001; Qi Chai; Jun Liu 002; Qingyu Yin; Pinghui Wang; Qinghua Zheng (IEEE Trans. Neural Networks Learn. Syst., 2024)

Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region. - Chak Tou Leong; Qingyu Yin; Jian Wang 054; Wenjie Li 002 (ACL (1), 2025)

Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning. - Tianci Liu 003; Ruirui Li 002; Yunzhe Qi; Hui Liu 031; Xianfeng Tang; Tianqi Zheng; Qingyu Yin; Monica Xiao Cheng; Jun Huan; Haoyu Wang 004; Jing Gao 004 (ICLR, 2025)

IHEval: Evaluating Language Models on Following the Instruction Hierarchy. - Zhihan Zhang 001; Shiyang Li; Zixuan Zhang; Xin Liu 039; Haoming Jiang; Xianfeng Tang; Yifan Gao 001; Zheng Li 018; Haodong Wang; Zhaoxuan Tan; Yichuan Li 001; Qingyu Yin; et al. (NAACL (Long Papers), 2025)

A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis. - Fenglin Liu; Zheng Li 018; Qingyu Yin; Jinfa Huang; Jiebo Luo 001; Anshul Thakur; Kim Branson 001; Patrick Schwab; Bing Yin; Xian Wu 001; Yefeng Zheng 001; David A. Clifton (npj Digit. Medicine, 2025)

MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice. - Hongwei Yi; Tian Ye 001; Shitong Shao; Xuancheng Yang; Jiantong Zhao; Hanzhong Guo; Terrance Wang; Qingyu Yin; Zeke Xie; Lei Zhu 003; Wei Li 049; Michael Lingelbach; et al. (CoRR, 2025)

Induction Head Toxicity Mechanistically Explains Repetition Curse in Large Language Models. - Shuxun Wang; Qingyu Yin; Chak Tou Leong; Qiang Zhang; Linyi Yang (CoRR, 2025)

ModRWKV: Transformer Multimodality in Linear Time. - Jiale Kang; Ziyin Yue; Qingyu Yin; Jiang Rui; Weile Li; Zening Lu; Zhouran Ji (CoRR, 2025)

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning. - Wang Yang; Zirui Liu 001; Hongye Jin; Qingyu Yin; Vipin Chaudhary; Xiaotian Han (CoRR, 2025)

Scientific Large Language Models: A Survey on Biological & Chemical Domains. - Qiang Zhang 026; Keyan Ding; Tianwen Lv; Xinda Wang 005; Qingyu Yin; Yiwen Zhang; Jing Yu; Yuhao Wang; Xiaotong Li; Zhuoyi Xiang; Xiang Zhuang; Zeyuan Wang; et al. (ACM Comput. Surv., 2025)

SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding. - Yuqi Yang; Weiqi Wang 001; Baixuan Xu; Wei Fan 001; Qing Zong; Chunkit Chan; Zheye Deng; Xin Liu 039; Yifan Gao 001; Changlong Yu; Chen Luo 003; Yang Li 055; et al. (CoRR, 2025)